Prof. Tieyong ZENG

Professor
BSc (Peking University);
MSc (Ecole Polytechnique/ENS Cachan);
PhD (The University of Paris XIII)

Prof. Tieyong ZENG
ORCID:
0000-0002-0688-202X
Address:
Room 225, Lady Shaw Building,
The Chinese University of Hong Kong,
Shatin, N.T., Hong Kong
Tel:
(852) 3943-7966
Email:
zeng@math.cuhk.edu.hk
Personal Website:

https://www.math.cuhk.edu.hk/~zeng/

Fields of Interest:
Image Processing, Optimization, Artificial Intelligence, Scientific Computing, Computer Vision, Machine Learning, Inverse Problems

Selected Publications:
  1. Surface-Aware Blind Image Deblurring, Jun Liu, Ming Yan, and Tieyong Zeng. IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 2021.
  2. Deep Tensor CCA for Multi-view Learning, Hok Shing Wong, Li Wang, Raymond Chan, and Tieyong Zeng. IEEE Transactions on Big Data (IEEE TBD), 2021.
  3. Overlapping Domain Decomposition Methods for Ptychographic Imaging, Huibin Chang, Roland Glowinski, Stefano Marchesini, Xue-cheng Tai, Yang Wang, and Tieyong Zeng. SIAM Scientific Computing, 2021.
  4. A Three-Stage Variational Image Segmentation Framework Incorporating Intensity Inhomogeneity Information, Xu Li, Xiaoping Yang, and Tieyong Zeng. SIAM Journal on Imaging Sciences, 2020.
  5. Soft-edge Assisted Network for Single Image Super-Resolution, Faming Fang, Juncheng Li, and Tieyong Zeng. IEEE Transactions on Image Processing (IEEE TIP), 2020.
Major Research Grants:
  • Innovation and Technology Commission, Innovation and Technology Fund
  • National Natural Science Foundation of China and Hong Kong Research Grant Council - Joint Research Scheme
  • Research Grants Council - General Research Fund
Honours and Awards:
  • Young Scholars Award, The Hong Kong Mathematical Society, 2021;
  • Best Student Paper, 2nd AVVision Workshop, in conjunction with ICCV 2021.
Professional activities:

Conference and Workshop Organizer

  1. Member of Organizing Committee, The 26th International Domain Decomposition Conference, Hong Kong, December 7-12, 2020;
  2. Member of Organizing Committee, International Conference on Scientific Computing, Hong Kong, December 5-8, 2018;
  3. Member of Local Organizing Committee, SIAM Conference on Imaging Science (SIAM-IS14), Hong Kong, May 12-14, 2014;
  4. Member of Local Organizing Committee, SIAM Conference on Imaging Science (SIAM-IS14), Hong Kong, May 12-14, 2014;
  5. Member of Organizing Committee, The 8th International Conference on Computational Physics, Hong Kong, January 7-11, 2013;
  6. Member of Organizing Committee, International Conference on Imaging Science 2012, Hong Kong, December 12-14, 2012.

Services

  1. Editorial Board, Inverse Problems and Imaging, since 2020;
  2. Council Member, The Hong Kong Mathematical Society, since 2020.

Courses

Course Code Course Title Academic Year Term
MATH3320 Foundation of Data Analytics 2022/23 1
MATH6211 Topics in Applied Mathematics I 2022/23 1
MATH4230 Optimization Theory 2022/23 2
Course Code Course Title Academic Year Term
MATH3320 Foundation of Data Analytics 2021/22 1
MATH6211 Topics in Applied Mathematics I 2021/22 1
MATH4230 Optimization Theory 2021/22 2
MATH3320 Foundation of Data Analytics 2020/21 1
MATH6211 Topics in Applied Mathematics I 2020/21 1
MATH4230 Optimization Theory 2020/21 2
MATH3320 Foundation of Data Analytics 2019/20 1
MATH6211 Topics in Applied Mathematics I 2019/20 1
MATH4230 Optimization Theory 2019/20 2
MATH3320 Foundation of Data Analytics 2018/19 1
MMAT5340 Probability and Stochastic Analysis 2018/19 1
MATH4230 Optimization Theory 2018/19 2
MATH3230B Numerical Analysis 2017/18 2
MATH4230 Optimization Theory 2017/18 2